# How AI answer engines name Summer Fridays

> Across 1,415 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Consumer Products between May 10, 2026 and October 26, 2026, Summer Fridays was named in 13 (0.9%).

- URL: https://paralabs.ai/brands/summer-fridays
- Data through: October 26, 2026
- Domain profile: [summerfridays.com](https://machinerelations.ai/index/domains/summerfridays.com)

## By engine

Answers each engine gave to buyer questions about Consumer Products, and how many of them named Summer Fridays.

| Engine | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| ChatGPT | 0 | 348 | 0.0% |
| Claude | 0 | 349 | 0.0% |
| Gemini | 13 | 350 | 3.7% |
| Perplexity | 0 | 350 | 0.0% |
| Google AI Mode | 0 | 12 | 0.0% |
| Google AI Overviews | 0 | 6 | 0.0% |

## By question type

The same answers, split by the shape of the buyer question.

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 235 | 0.0% |
| Ranked list | 0 | 233 | 0.0% |
| Head-to-head | 0 | 234 | 0.0% |
| Is it worth it | 0 | 238 | 0.0% |
| How to choose | 13 | 240 | 5.4% |
| Problem first | 0 | 235 | 0.0% |

## Week by week

Summer Fridays was named in at least one answer in 8 of the 9 weeks on record; the latest was the week of October 19, 2026.

Each week's answers to buyer questions about Consumer Products, Monday to Sunday, newest first, and how many of them named Summer Fridays. The questions asked can differ from one week to the next.

| Week of | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| October 19, 2026 | 2 | 175 | 1.1% |
| October 12, 2026 | 2 | 178 | 1.1% |
| October 5, 2026 | 2 | 167 | 1.2% |
| September 28, 2026 | 2 | 168 | 1.2% |
| August 10, 2026 | 0 | 24 | 0.0% |
| August 3, 2026 | 2 | 200 | 1.0% |
| July 27, 2026 | 1 | 167 | 0.6% |
| July 13, 2026 | 1 | 168 | 0.6% |
| July 6, 2026 | 1 | 168 | 0.6% |

## Named first

When an answer named Summer Fridays alongside another brand in this record, it was named first in 0 of 6 (0.0%).

## Named alongside

- [Colorescience](https://paralabs.ai/brands/colorescience): named together in 5 answers
- [CeraVe](https://paralabs.ai/brands/cerave): named together in 1 answers

## Sources the engines cited when they named Summer Fridays

Domains cited in answers that named Summer Fridays, by the number of those answers that cited them.

| Domain | Answers |
| --- | ---: |
| [livetinted.com](https://machinerelations.ai/index/domains/livetinted.com) | 7 |
| [nih.gov](https://machinerelations.ai/index/domains/nih.gov) | 5 |
| [reddit.com](https://machinerelations.ai/index/domains/reddit.com) | 5 |
| [stilsuncare.com](https://machinerelations.ai/index/domains/stilsuncare.com) | 5 |
| [marieclaire.com](https://machinerelations.ai/index/domains/marieclaire.com) | 4 |
| [sunkissedblush.blog](https://machinerelations.ai/index/domains/sunkissedblush.blog) | 4 |
| [aoskincare.com](https://machinerelations.ai/index/domains/aoskincare.com) | 3 |
| [brightgirl.com](https://machinerelations.ai/index/domains/brightgirl.com) | 3 |
| [inkeedecoder.com](https://machinerelations.ai/index/domains/inkeedecoder.com) | 3 |
| [ningcos.com](https://machinerelations.ai/index/domains/ningcos.com) | 3 |

Summer Fridays's own site ([summerfridays.com](https://machinerelations.ai/index/domains/summerfridays.com)) was cited in 6 of 13 (46.2%).

Across every answer run in the Machine Relations Index, not only the answers that named Summer Fridays, summerfridays.com was cited in 6 of 31,629 (0.02%), by 1 of the 6 engines it observes. The Index is still collecting evidence on summerfridays.com before it grades or ranks it.

Across every Consumer Products buyer question, not only the answers that named Summer Fridays, the Machine Relations Index ranks [which sources AI engines cite for Consumer Products questions](https://machinerelations.ai/index/categories/consumer-products).

## How this is measured

Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is. A brand appears only once it has been named in at least 10 answers on 7 separate days. A name match counts a mention. It does not count a recommendation, and it does not measure sentiment. Categories are the Index's buyer-question categories. Source: [Machine Relations Index](https://machinerelations.ai/machine-relations-index).

## FAQ

### Does ChatGPT recommend Summer Fridays?

ChatGPT did not name Summer Fridays in any of its 348 answers to buyer questions about Consumer Products between May 10, 2026 and October 26, 2026.

### Which sources do AI engines cite when they mention Summer Fridays?

The domains cited most often in answers that named Summer Fridays were livetinted.com (7 answers), nih.gov (5 answers) and reddit.com (5 answers).

### Which AI engine names Summer Fridays most often?

Gemini, at 3.7%: it named Summer Fridays in 13 of 350 answers to buyer questions about Consumer Products.

## Machine-readable related links

- Primary concept: [AI brand visibility](https://paralabs.ai/brands)
- Related brand: [How AI answer engines name Colorescience](https://paralabs.ai/brands/colorescience)
- Related brand: [How AI answer engines name CeraVe](https://paralabs.ai/brands/cerave)
- Source data: [Machine Relations Index](https://machinerelations.ai/machine-relations-index)
- Research index: [Para Labs brand index](https://paralabs.ai/brands)
- Machine manifest: [Para Labs machine manifest](https://paralabs.ai/machine-manifest.json)